Invoice intake and validation
Extract invoice fields, verify vendors and required details, and check arithmetic and duplicates.
Retain field-level evidence; route uncertainty and missing information.
Finance Operations
Turn incoming documents into checked financial work.
Connect document intake, validation and exception handling so finance teams have less to rekey and better evidence for the decisions they own.
Discuss your use case
Built around the work
Finance needs an evidence trail, not another pile of drafts.
Where AI can help
The everyday work.
Thought through.
Invoices, purchase orders and remittances arrive in different formats. We structure the information, apply explicit rules and bring exceptions to the right reviewer before an authorized action.
Purchase-order and receipt matching
Compare invoice lines with approved orders and receipt records using defined tolerances.
Finance owners decide exceptions; calculations use deterministic rules.
Remittance and cash matching
Extract payment references and propose matches to open invoices.
Review ambiguous allocations and high-impact postings before application.
Collections preparation
Assemble current invoice evidence and draft approved follow-ups, then route disputes.
People own concessions, disputed balances and escalation.
Expense-policy checks
Check evidence against explicit limits, required fields and duplicate rules.
Authorized reviewers decide exceptions and reimbursement approval.
Close and reconciliation support
Identify differences between source records and assemble investigation evidence.
Accounting owners approve adjustments, judgments and conclusions.
Follow the workflow
Every step.
A clear result.
See how context, checks and human decisions fit into a connected process. Select a stage to follow the work.
Meet the platform behind itIllustrative workflow01 / 04
An invoice reaches review with the checks already attached.
Step 1 · Read
A supplier invoice is captured with its line items and supporting document.
Extracted values link to the original invoice.
Context → decision → verified result
A practical first deployment
Start with a scope
you can prove.
One invoice type and an agreed accounting-system connection. Begin with extraction, checks and exception preparation before extending action scope.
Connect the right systems.
- ERP and accounting platform
- Invoice inbox and document store
- Purchase orders and receipt records
- Vendor master and payment references
Measure useful outcomes.
- Verified extraction accuracy
- Incorrect matches and false exceptions
- Exception investigation effort
- Duplicate and posting corrections
Where people decide
Payment release, sensitive vendor changes, accounting judgments and material adjustments stay under established financial authority.
A few useful answers
Before we begin.
Build from what works
Where it goes next.
Your next step
Bring AI into finance operations.
A recurring challenge. A process that slows your team down. Let us find a practical starting point.
Discuss your use case